Triple

T15729719
Position Surface form Disambiguated ID Type / Status
Subject Tucheng District E381309 entity
Predicate hasFormerRomanization P119963 FINISHED
Object Tucheng City
Tucheng City is the former name and romanization of Tucheng District, an urban area in New Taipei City, Taiwan.
E1179199 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Tucheng City | Statement: [Tucheng District, hasFormerRomanization, Tucheng City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tucheng City
Context triple: [Tucheng District, hasFormerRomanization, Tucheng City]
  • A. Taibao City
    Taibao City is a county-administered city in southwestern Taiwan that serves as the administrative center of Chiayi County.
  • B. Jiayi City
    Jiayi City is an alternate romanized spelling of Chiayi City, a provincial city in southwestern Taiwan known for its cultural heritage and as a gateway to the Alishan scenic area.
  • C. Yuncheng
    Yuncheng is a major city in southern Shanxi Province, China, known for its historical sites and role as a regional transportation and economic hub.
  • D. Chang-chia-kou
    Chang-chia-kou is the historical Chinese name for Kalgan (now Zhangjiakou), a key city in Hebei province that long served as a strategic gateway between northern China and Inner Mongolia.
  • E. Changge City
    Changge City is a county-level city in central China's Henan Province, administered by the prefecture-level city of Xuchang and known for its manufacturing and agricultural industries.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Tucheng City
Triple: [Tucheng District, hasFormerRomanization, Tucheng City]
Generated description
Tucheng City is the former name and romanization of Tucheng District, an urban area in New Taipei City, Taiwan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tucheng City
Target entity description: Tucheng City is the former name and romanization of Tucheng District, an urban area in New Taipei City, Taiwan.
  • A. Taibao City
    Taibao City is a county-administered city in southwestern Taiwan that serves as the administrative center of Chiayi County.
  • B. Jiayi City
    Jiayi City is an alternate romanized spelling of Chiayi City, a provincial city in southwestern Taiwan known for its cultural heritage and as a gateway to the Alishan scenic area.
  • C. Yuncheng
    Yuncheng is a major city in southern Shanxi Province, China, known for its historical sites and role as a regional transportation and economic hub.
  • D. Chang-chia-kou
    Chang-chia-kou is the historical Chinese name for Kalgan (now Zhangjiakou), a key city in Hebei province that long served as a strategic gateway between northern China and Inner Mongolia.
  • E. Changge City
    Changge City is a county-level city in central China's Henan Province, administered by the prefecture-level city of Xuchang and known for its manufacturing and agricultural industries.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFormerRomanization
Context triple: [Tucheng District, hasFormerRomanization, Tucheng City]
  • A. hasRomanizationOf
    Indicates that one entity is a romanized representation (written in the Latin alphabet) of the other entity’s original script form.
  • B. hasRomanizationStandard
    Indicates that an entity’s romanized form follows a specified romanization standard or system.
  • C. hasHakkaRomanization
    Indicates that an entity is associated with a specific representation of its name or term in Hakka Romanization.
  • D. romanizationBegan
    Indicates that the process of converting text from one writing system into its representation using the Roman (Latin) alphabet was initiated.
  • E. hasRomanizationContrast
    Indicates that there is a meaningful difference between two or more romanized representations of the same original form.
  • F. None of above. chosen

Provenance (7 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d86d9cdb648190bf3171be0bd7d872 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fb61cb881908b158609c1ccfa1e completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff9981e0d081909617b5d686905d3a completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9d4c62f08190ae6f87946272177f completed May 9, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69ff9dec2b988190878d7f59a638ecaa completed May 9, 2026, 8:49 p.m.
PD Predicate disambiguation batch_69e00526759c819088b80d85138b8974 completed April 15, 2026, 9:37 p.m.
PDg Predicate description generation batch_69e0094af5b481908ad51d5d7ba0c726 completed April 15, 2026, 9:55 p.m.
Created at: April 10, 2026, 4:46 a.m.